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2013, Chapman & Hall/CRC machine learning & pattern recognition series, ISBN 9781439857243, ages cm
"Due to advances in sensor, storage, and networking technologies, data is being generated on a daily basis at an ever-increasing pace in a wide range of... 
Big data | COMPUTERS / Machine Theory | COMPUTERS / Database Management / Data Mining | Data compression (Computer science) | Multilinear algebra | TECHNOLOGY & ENGINEERING / Electrical
Book
2007, Information science and statistics., ISBN 0387393501, xvi, 308
This book reviews well-known methods for reducing the dimensionality of numerical databases as well as recent developments in nonlinear dimensionality... 
Visualization | Computational complexity | Mathematics | Logic, Symbolic and mathematical | Pattern Recognition | Computer Science | Data Mining and Knowledge Discovery | Image Processing and Computer Vision | Statistical Theory and Methods | Probability and Statistics in Computer Science
Book
COMPUTER PHYSICS COMMUNICATIONS, ISSN 0010-4655, 09/2016, Volume 206, pp. 78 - 83
We present a further extension of the HYPERDIRE project, which is devoted to the creation of a set of Mathematica-based program packages for manipulations with... 
Feynman integrals | Differential reduction | EQUATIONS | REPRESENTATION | MASTER INTEGRALS | PHYSICS, MATHEMATICAL | DIMENSIONS | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | FEYNMAN DIAGRAMS | SYSTEMS | AMPLITUDES | REGULARIZATION | SCALAR | Generalized hypergeometric functions | RENORMALIZATION
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 02/2019, Volume 29, Issue 2, pp. 336 - 350
Journal Article
IEEE Transactions on Geoscience and Remote Sensing, ISSN 0196-2892, 08/2016, Volume 54, Issue 8, pp. 4544 - 4554
Journal Article
The Annals of Statistics, ISSN 0090-5364, 8/2009, Volume 37, Issue 4, pp. 1871 - 1905
Journal Article
Foundations and Trends in Machine Learning, ISSN 1935-8237, 2009, Volume 2, Issue 4, pp. 275 - 365
Journal Article
Physica D: Nonlinear Phenomena, ISSN 0167-2789, 04/2017, Volume 345, pp. 11 - 26
We discuss parameter dependent polynomial ordinary differential equations that model chemical reaction networks. By we understand the following familiar... 
Dimension reduction | Singular perturbations | Solvability by radicals | Reaction equations | MATHEMATICS, APPLIED | APPROXIMATION | PHYSICS, MULTIDISCIPLINARY | KINETICS | PHYSICS, MATHEMATICAL | Analysis | Differential equations | Algebra
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 05/2018, Volume 27, Issue 5, pp. 2420 - 2432
This paper presents an unsupervised deep-learning framework named local deep-feature alignment (LDFA) for dimension reduction. We construct neighbourhood for... 
Manifolds | Dimensionality reduction | Learning systems | Deep learning | auto-encoder | locality preserving | Feature extraction | global alignment | dimension reduction | Image reconstruction | Principal component analysis | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Catalysis, ISSN 0021-9517, 08/2016, Volume 340, pp. 122 - 135
Journal Article
Theoretical Computer Science, ISSN 0304-3975, 03/2016, Volume 620, pp. 105 - 118
We study adaptive data-dependent dimensionality reduction in the context of supervised learning in general metric spaces. Our main statistical contribution is... 
Dimensionality reduction | Metric space | Doubling dimension | Rademacher complexity | PCA | PERFORMANCE | CLASSIFICATION | ERROR | COMPUTER SCIENCE, THEORY & METHODS | ALGORITHMS | ENTROPY | Algorithms | Learning | Reduction | Approximation | Analogue | Searching | Mathematical analysis
Journal Article
04/2016, ISBN 1439806152
Book
Journal of High Energy Physics, ISSN 1126-6708, 9/2016, Volume 2016, Issue 9, pp. 1 - 16
Journal Article
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 03/2017, Volume 107, pp. 131 - 148
Journal Article